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weeknd-generator's Introduction

🧑‍💼 WHO AM I?

I am Machine Learning Engineer for FeedbackFruits who loves working with data and Large Language Models to improve the future of pedagogy and higher education.

🧑‍💻 TECH STACK

Data Science and Engineering:

➤ Cloud Architecture

  • Amazon Web Services (AWS): EC2, CloudFront, Lightsail, Lambda, Glue, Step Functions, CloudWatch, IAM, S3, Route 53, RDS, API Gateway

  • Azure: Azure Functions, Function Apps, Azure Storage

  • Google Cloud Platform: Cloud Instance, Cloud Scheduler, Cloud Function, Cloud Storage

➤ Data Preparation - nltk, opencv, Labelbox

➤ Data Visualization - Seaborn, Matplotlib, Excel

➤ Modelling Tools - Keras, Tensorflow, scikit-learn, scipy, GPT, YOLO

➤ Statistics - A/B Testing, Hypothesis Testing, T-Test, Bayesian Inference

Software Development

➤ Database Systems - DynamoDB, PostgreSQL, SQLite, MySQL

➤ Programming and Scripting Languages - Python, Bash, R, Ruby, JavaScript (EmberJS)

➤ Containerization and Orchestration - Docker, Kubernetes

➤ Web Development - HTML, CSS, JavaScript (EmberJS), WordPress, Flask, nginx

➤ Development Tools - Visual Studio Code, nano, Jupyter Notebook, Linux, macOS, Vim

Day-to-Day Business Tasks:

➤ Project Management Tools - Toggl, Todoist, Asana, Shortcut

➤ Communication Tools - Zoom, Discord, Slack, Teams

➤ Documentation Tools - Atlassian, Notion, LaTeX, Markdown

Other Competencies:

➤ Mathematics - Differential Equations, Number Theory, Multi-Variate Calculus, Linear Algebra

➤ Podcast Management - RSS Feeds, Google Analytics, Self-Hosting Media

➤ Certified Scrum Master (Epic Agility in June 2023)

Contact me directly at [email protected] or visit me at ryanpapetti.com

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